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- Currently displaying 21 - 40 of 1322 publications
On Krylov methods for large-scale CBCT reconstruction
– Physics in Medicine & Biology
(2023)
68,
155008
(doi: 10.1088/1361-6560/acd616)
Inference in High-Dimensional Online Changepoint Detection
– Journal of the American Statistical Association
(2023)
ahead-of-print,
1
Sharp-SSL: Selective high-dimensional axis-aligned random projections
for semi-supervised learning
(2023)
Efficient functional estimation and the super-oracle phenomenon
– The Annals of Statistics
(2023)
51,
668
(doi: 10.1214/23-AOS2265)
Multi-task Learning of Histology and Molecular Markers for Classifying
Diffuse Glioma
(2023)
CoLa-Diff: Conditional Latent Diffusion Model for Multi-Modal MRI
Synthesis
(2023)
DisC-Diff: Disentangled Conditional Diffusion Model for Multi-Contrast
MRI Super-Resolution
(2023)
Learning Homeomorphic Image Registration via Conformal-Invariant
Hyperelastic Regularisation
(2023)
Spectral decomposition of atomic structures in heterogeneous cryo-EM
– Inverse Problems
(2023)
39,
034003
(doi: 10.1088/1361-6420/acb2ba)
Learning Posterior Distributions in Underdetermined Inverse Problems
(2023)
14009,
187
(doi: 10.1007/978-3-031-31975-4_15)
Imaging With Equivariant Deep Learning: From unrolled network design to fully unsupervised learning
– IEEE Signal Processing Magazine
(2023)
40,
134
(doi: 10.1109/msp.2022.3205430)
The effects of communicating scientific uncertainty on trust and decision making in a public health context
– Judgment and Decision Making
(2023)
17,
849
(doi: 10.1017/s1930297500008962)
Expectation-Maximization Regularised Deep Learning for Tumour Segmentation
– Proceedings - International Symposium on Biomedical Imaging
(2023)
2023-April,
1
Learned Reconstruction Methods With Convergence Guarantees: A survey of concepts and applications
– IEEE Signal Processing Magazine
(2023)
40,
164
(doi: 10.1109/msp.2022.3207451)
Discussion of Presidential Address: Statistics in Times of Increasing Uncertainty by Sylvia Richardson
– Journal of the Royal Statistical Society Series A (Statistics in Society)
(2022)
185,
1499
(doi: 10.1111/rssa.12970)
High-dimensional principal component analysis with heterogeneous missingness.
– Journal of the Royal Statistical Society. Series B, Statistical methodology
(2022)
84,
2000
(doi: 10.1111/rssb.12550)
NorMatch: Matching Normalizing Flows with Discriminative Classifiers for
Semi-Supervised Learning
(2022)